Chemical-Disease-Relation Extraction on BC5CDR (test)
49.52PrecisionBioGPT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BioGPTtraining set=train and validation set2022.10 | 49.52 | 43.25 | 46.17 | |
| BioGPTtraining set=train only2022.10 | 49.44 | 41.28 | 44.98 | |
| GPT-22022.10 | 43.92 | 32.55 | 37.39 | |
| seq2reltraining set=train and validation set2022.10 | 43.5 | 37.5 | 40.2 | |
| REBELptpre-training=large relation extraction dataset2022.10 | 40.94 | 21.2 | 27.94 | |
| GLRE (gt+pred)NER for training=ground truth, NER for inference=open-source tool2022.10 | 34.82 | 18.29 | 23.99 | |
| REBEL2022.10 | 34.28 | 39.49 | 36.7 | |
| GLRE (pred+pred)NER for training=open-source tool, NER for inference=open-source tool2022.10 | 23 | 4.88 | 8.05 |